---
title: "Updated List of Programs NOT Accepting Applicants in 2020-2021 Cycle"
author: Shan Jiang
output: 
  flexdashboard::flex_dashboard:
    storyboard: true
    social: menu
    source_code: embed
---
```{r setup, include=FALSE}
library(flexdashboard)
library(tidyverse)
library(plotly)

phd_data = read_csv(file = "/Users/johnsonpie/Documents/grad_program_pause_2021 - Sheet1.csv") %>% 
           janitor::clean_names() %>% 
           mutate(discipline = gsub(" Ph.D.*","",programs))
          

names(phd_data)[7] <- "link"
names(phd_data)[4] <- "cycle_status_2021"

head(phd_data)
```

### Colleges that are not accepting the Chart {data-commentary-width=100}

```{r}
phd_data %>% 
  filter(cycle_status_2021 == c("Suspend","Downsize")) %>% 
  count(schools) %>% 
  mutate(schools = fct_reorder(schools, n)) %>% 
  plot_ly(x = ~schools, y = ~n, color = ~schools, type = "bar")
```

*** 

### Disciplines that are affected {data-commentary-width=90}

```{r}
phd_data %>% 
  count(discipline) %>% 
  #filter(n >1) %>% 
  mutate(discipline = fct_reorder(discipline, n)) %>% 
  plot_ly(x = ~discipline, y = ~n, color = ~discipline, type = "bar")

```

*** 
We all know that private universities/colleges get their fundings from mostly the donations and student tuition. This list is not complete. Please continue to update me if you see another program. Good luck to everyone.